Data Science Master |
Core Courses |
Core Electives |
Number | Title | Type | ECTS | Hours | Lecturers |
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151-0563-01L | Dynamic Programming and Optimal Control | W | 4 credits | 2V + 1U | |
151-0563-01 V | Dynamic Programming and Optimal Control
The lecture will start in the 2nd week of Semester. | | | 2 hrs | | R. D'Andrea |
151-0563-01 U | Dynamic Programming and Optimal Control
The exercise will start in the 2nd week of Semester. | | | 1 hrs | | R. D'Andrea |
227-0101-00L | Discrete-Time and Statistical Signal Processing | W | 6 credits | 4G | |
227-0101-00 G | Discrete-Time and Statistical Signal Processing | | | 4 hrs | | H.‑A. Loeliger |
227-0417-00L | Information Theory I | W | 6 credits | 4G | |
227-0417-00 G | Information Theory I | | | 4 hrs | | A. Lapidoth |
227-0689-00L | System Identification | W | 4 credits | 2V + 1U | |
227-0689-00 V | System Identification | | | 2 hrs | | R. Smith |
227-0689-00 U | System Identification | | | 1 hrs | | R. Smith |
227-2210-00L | Computer Architecture | W | 8 credits | 6G + 1A | |
227-2210-00 G | Computer Architecture | | | 6 hrs | | O. Mutlu |
227-2210-00 A | Computer Architecture | | | 1 hrs | | O. Mutlu |
252-1414-00L | System Security | W | 7 credits | 2V + 2U + 2A | |
252-1414-00 V | System Security | | | 2 hrs | | S. Capkun,
S. Shinde |
252-1414-00 U | System Security
The exercises begin in the second week of the semester. | | | 2 hrs | | S. Capkun,
S. Shinde |
252-1414-00 A | System Security | | | 2 hrs | | S. Capkun,
S. Shinde |
252-3005-00L | Natural Language Processing Number of participants limited to 400. | W | 7 credits | 3V + 3U + 1A | |
252-3005-00 V | Natural Language Processing | | | 3 hrs | | R. Cotterell |
252-3005-00 U | Natural Language Processing | | | 3 hrs | | R. Cotterell |
252-3005-00 A | Natural Language Processing | | | 1 hrs | | R. Cotterell |
261-5130-00L | Research in Data Science Only for Data Science MSc. | W | 6 credits | 13A | |
261-5130-00 A | Research in Data Science | | | 180s hrs | | Professors |
263-0006-00L | Algorithms Lab Only for master students! | W | 8 credits | 4P + 3A | |
263-0006-00 P | Algorithms Lab | | | 4 hrs | | A. Steger,
E. Welzl |
263-0006-00 A | Algorithms Lab
Project Work, no fixed presence required. | | | 3 hrs | | A. Steger,
E. Welzl |
263-0009-00L | Information Security Lab Only for master students! | W | 8 credits | 2V + 1U + 3P + 1A | |
263-0009-00 V | Information Security Lab | | | 2 hrs | | K. Paterson,
D. Basin,
S. Capkun,
D. Hofheinz,
A. Perrig,
S. Shinde,
F. Tramèr |
263-0009-00 U | Information Security Lab | | | 1 hrs | | K. Paterson,
D. Basin,
S. Capkun,
D. Hofheinz,
A. Perrig,
S. Shinde,
F. Tramèr |
263-0009-00 P | Information Security Lab | | | 3 hrs | | K. Paterson,
D. Basin,
S. Capkun,
D. Hofheinz,
A. Perrig,
S. Shinde,
F. Tramèr |
263-0009-00 A | Information Security Lab | | | 1 hrs | | K. Paterson,
D. Basin,
S. Capkun,
D. Hofheinz,
A. Perrig,
S. Shinde,
F. Tramèr |
263-2400-00L | Reliable and Trustworthy Artificial Intelligence | W | 6 credits | 2V + 2U + 1A | |
263-2400-00 V | Reliable and Trustworthy Artificial Intelligence | | | 2 hrs | | M. Vechev |
263-2400-00 U | Reliable and Trustworthy Artificial Intelligence
Exercise session will start in the second week of the semester. | | | 2 hrs | | M. Vechev |
263-2400-00 A | Reliable and Trustworthy Artificial Intelligence | | | 1 hrs | | M. Vechev |
263-2800-00L | Design of Parallel and High-Performance Computing Number of participants limited to 125. | W | 9 credits | 3V + 2U + 3A | |
263-2800-00 V | Design of Parallel and High-Performance Computing | | | 3 hrs | | T. Hoefler,
M. Püschel |
263-2800-00 U | Design of Parallel and High-Performance Computing | | | 2 hrs | | T. Hoefler,
M. Püschel |
263-2800-00 A | Design of Parallel and High-Performance Computing
Project Work, no fixed presence required. | | | 3 hrs | | T. Hoefler,
M. Püschel |
263-3210-00L | Deep Learning Number of participants limited to 320. | W | 8 credits | 3V + 2U + 2A | |
263-3210-00 V | Deep Learning | | | 3 hrs | | T. Hofmann,
F. Perez Cruz,
N. Perraudin |
263-3210-00 U | Deep Learning | | | 2 hrs | | T. Hofmann,
F. Perez Cruz,
N. Perraudin |
263-3210-00 A | Deep Learning | | | 2 hrs | | T. Hofmann,
F. Perez Cruz,
N. Perraudin |
263-5005-00L | Artificial Intelligence in Education | W | 3 credits | 1V + 0.5U | |
263-5005-00 V | Artificial Intelligence in Education | | | 1 hrs | | M. Sachan,
T. Sinha |
263-5005-00 U | Artificial Intelligence in Education | | | 0.5 hrs | | M. Sachan,
T. Sinha |
263-5210-00L | Probabilistic Artificial Intelligence | W | 8 credits | 3V + 2U + 2A | |
263-5210-00 V | Probabilistic Artificial Intelligence
Fr 10-12 und 13-14 im ETA F5 mit Videoübertragung ins ETF E1 | | | 3 hrs | | A. Krause |
263-5210-00 U | Probabilistic Artificial Intelligence
Q&A session: Monday, 17-18, via zoom | | | 2 hrs | | A. Krause |
263-5210-00 A | Probabilistic Artificial Intelligence | | | 2 hrs | | A. Krause |
263-5255-00L | Foundations of Reinforcement Learning Number of participants limited to 190.
The course will be offered again in FS23. | W | 5 credits | 2V + 2A | |
263-5255-00 V | Foundations of Reinforcement Learning
Does not take place this semester. | | | 2 hrs | | N. He |
263-5255-00 A | Foundations of Reinforcement Learning
Does not take place this semester. | | | 2 hrs | | N. He |
263-5300-00L | Guarantees for Machine Learning Number of participants limited to 30. | W | 7 credits | 3V + 1U + 2A | |
263-5300-00 V | Guarantees for Machine Learning | | | 3 hrs | | F. Yang,
A. Sanyal |
263-5300-00 U | Guarantees for Machine Learning | | | 1 hrs | | F. Yang,
A. Sanyal |
263-5300-00 A | Guarantees for Machine Learning | | | 2 hrs | | F. Yang,
A. Sanyal |
263-5902-00L | Computer Vision | W | 8 credits | 3V + 1U + 3A | |
263-5902-00 V | Computer Vision | | | 3 hrs | | M. Pollefeys,
S. Tang,
F. Yu |
263-5902-00 U | Computer Vision | | | 1 hrs | | M. Pollefeys,
S. Tang,
F. Yu |
263-5902-00 A | Computer Vision | | | 3 hrs | | M. Pollefeys,
S. Tang,
F. Yu |
401-0625-01L | Applied Analysis of Variance and Experimental Design | W | 5 credits | 2V + 1U | |
401-0625-01 V | Applied Analysis of Variance and Experimental Design | | | 2 hrs | | L. Meier |
401-0625-01 U | Applied Analysis of Variance and Experimental Design | | | 1 hrs | | L. Meier |
401-3054-14L | Probabilistic Methods in Combinatorics | W | 6 credits | 2V + 1U | |
401-3054-14 V | Probabilistic Methods in Combinatorics | | | 2 hrs | | B. Sudakov |
401-3054-14 U | Probabilistic Methods in Combinatorics | | | 1 hrs | | B. Sudakov |